Natural language processing as work support in project tendering

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Beitragende

  • L. Cusumano - , Chalmers University of Technology (Autor:in)
  • R. Rempling - , Chalmers University of Technology (Autor:in)
  • R. Jockwer - , Chalmers University of Technology (Autor:in)
  • R. Saraiva - , Chalmers University of Technology (Autor:in)
  • M. Granath - , University of Gothenburg (Autor:in)
  • N. Olsson - , NCC Sweden AB (Autor:in)
  • S. Okazawa - , Savantic AB (Autor:in)

Abstract

When producing a tender, contractors manually analyze client requirements contained within many different text documents. The combination of requirements lead to crucial design decisions and every decision is related to costs and risks. This study explores the possibility of making the client requirement analysis in design-bid contracts automated to reduce the risk of conceptual design mistakes. The research approach chosen includes developing a work support tool based on natural language processing and analyzing its usefulness through a combination of surveys and a workshop for tendering specialist. The results show that applying digitalized working methods and using artificial intelligence in the tender phase can enable data-informed decision making and generate benchmarking and risk management opportunities. The study contributes to insights regarding automation and digitization possibilities in tender projects and how artificial intelligence tools can be designed for supporting data-driven decisions.

Details

OriginalspracheEnglisch
TitelCurrent Perspectives and New Directions in Mechanics, Modelling and Design of Structural Systems - Proceedings of the 8th International Conference on Structural Engineering, Mechanics and Computation, 2022
Redakteure/-innenAlphose Zingoni
Herausgeber (Verlag)CRC Press/Balkema
Seiten1583-1588
Seitenumfang6
ISBN (Print)9781003348443
PublikationsstatusVeröffentlicht - 2022
Peer-Review-StatusJa
Extern publiziertJa

Publikationsreihe

ReiheInternational Conference on Structural Engineering, Mechanics and Computation

Konferenz

Titel8th International Conference on Structural Engineering, Mechanics and Computation, SEMC 2022
Dauer5 - 7 September 2022
StadtCape Town
LandSüdafrika

Externe IDs

ORCID /0000-0003-0767-684X/work/168207994

Schlagworte